Data Analyst vs Solutions Architect
Measured from each occupation's own live postings: related jobs with a real gap between them. Posted pay favors the solutions architect by about $54k at the midpoint. Salary bands, both switching directions, and the shared skills below — every number from live postings, refreshed nightly.
Data Analyst
60 open roles · data analyst salary · careers for data analysts
Solutions Architect
60 open roles · solutions architect salary · careers for solutions architects
Switching, both directions
The asymmetry is the finding: solutions architect → data analyst reads 41% ready; the reverse only 25%. Skill overlap is not symmetric, and the direction you travel matters.
Data Analyst → Solutions Architect
The gap, from solutions architect postings: AWS, Azure, LLMs / Generative AI, GCP.
Solutions Architect → Data Analyst
The gap, from data analyst postings: Data Visualization, Power BI, Tableau, Supply Chain.
Related comparisons
- BI Developer vs Data Analyst77% peak overlap
- Data Analyst vs Data Scientist65% peak overlap
- Data Analyst vs Data Engineer63% peak overlap
- Data Analyst vs Product Analyst61% peak overlap
- Business Analyst vs Data Analyst56% peak overlap
- Data Engineer vs Solutions Architect56% peak overlap
Which one do your skills favor?
Run the instrument with your own skill set and both readiness numbers recompute for you. Free, no account.
Quick answers
Which pays more, data analyst or solutions architect?
Posted mid-bands from each occupation's own corpus: Data Analyst $56k–$95k, Solutions Architect $89k–$170k. At the midpoint that favors the solutions architect by about $54k a year. Only postings that state pay are counted.
Are data analyst and solutions architect the same job?
Related but distinct: postings share a real core and then diverge.
Can a data analyst become a solutions architect?
Skill readiness is 25 percent: that share of what solutions architect postings demand, a typical data analyst profile already covers.
Can a solutions architect become a data analyst?
Skill readiness is 41 percent in this direction. The asymmetry is the finding: solutions architect to data analyst is the easier direction (41% vs 25%).
Method: each occupation’s salary band is the posted 25th–75th percentile from its own corpus; readiness is coverage of the destination’s posting-skill weight; shared skills are read from the overlap waterfall. Pairs sharing too few skills are not scored in that direction. Refreshed with the nightly scrape.